Object

de.hpi.kddm.rar.hics.stattest

KLTest

Related Doc: package stattest

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object KLTest extends StatTest[NominalFeature] with TimeMeasurement with LazyLogging

Use the Kullback–Leibler divergence to compute the differences in value distributions between marginal and dependent probability distribution.

Linear Supertypes
LazyLogging, TimeMeasurement, StatTest[NominalFeature], AnyRef, Any
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Inherited
  1. KLTest
  2. LazyLogging
  3. TimeMeasurement
  4. StatTest
  5. AnyRef
  6. Any
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Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  4. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  5. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  6. def computeDeviation(subSpace: SubSpace, feature: NominalFeature, selection: IndexSelection, shouldNormalize: Boolean): Double

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    Definition Classes
    KLTestStatTest
  7. val epsilon: Double

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  8. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  9. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  10. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  11. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  12. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  13. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  14. lazy val logger: Logger

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    Attributes
    protected
    Definition Classes
    LazyLogging
  15. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  16. def normalize(value: Double): Double

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    Transform the value to [0, 1] interval

    Transform the value to [0, 1] interval

    Attributes
    protected
    Definition Classes
    StatTest
  17. final def notify(): Unit

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    Definition Classes
    AnyRef
  18. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  19. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  20. def timeIt[A](f: ⇒ A): (A, Long)

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    Measure and return runtime for a function

    Measure and return runtime for a function

    A

    result type of f

    f

    function to measure

    returns

    tuple of the result of f and the runtime

    Definition Classes
    TimeMeasurement
  21. def timeMeasured[A](name: String)(f: ⇒ A): A

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    Measure the runtime of a function and print the result to an output logger

    Measure the runtime of a function and print the result to an output logger

    A

    result type of f

    name

    function name to use for printing

    f

    function to measure runtime of

    returns

    result of the execution of f

    Definition Classes
    TimeMeasurement
  22. def toString(): String

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    Definition Classes
    AnyRef → Any
  23. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  24. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  25. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from LazyLogging

Inherited from TimeMeasurement

Inherited from StatTest[NominalFeature]

Inherited from AnyRef

Inherited from Any

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